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Machine Learning for Email (Spam Filtering and Priority Inbox)

List Price: $24.99
SKU:
9781449314309
Quantity:
  • Prices shown are for Bulk Books (unbranded)
  • Minimum to Customize Books: 50 copies

Overview

If you’re an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You’ll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion, using a case-study driven approach rather than a traditional math-heavy presentation.

This book also includes a short tutorial on using the popular R language to manipulate and analyze data. You’ll get clear examples for analyzing sample data and writing machine learning programs with R.

  • Mine email content with R functions, using a collection of sample files
  • Analyze the data and use the results to write a Bayesian spam classifier
  • Rank email by importance, using factors such as thread activity
  • Use your email ranking analysis to write a priority inbox program
  • Test your classifier and priority inbox with a separate email sample set

Customizing Options and Pricing (v)

  • Cover Imprint (1-color): $1.00/book
  • Promo-Pages (full-color printed): $2.00 / single-sided page, inquire for additional pages
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  • Set-Up Charge: $40 per decoration

Call for higher quantities. Standard turnaround for Customized Books 10 business days from proof approval. Standard turnaround for Bulk Books 3-5 business days. Rush service available. Product availability changes daily. Please confirm your quantity is available prior to placing an order. Customization options may be limited or unavailable based on product design, binding or cover artwork.

  • Product Details

    Author:
    Drew Conway, John Myles White
    Format:
    Paperback
    Pages:
    148
    Publisher:
    O'Reilly Media (November 6, 2011)
    Language:
    English
    ISBN-13:
    9781449314309
    ISBN-10:
    1449314309
    Dimensions:
    7" x 9.19"
    Case Pack:
    29
    File:
    IPS-Metadata_Only_Ingram_Publisher_Services_Metadata_20190510160542-20190510.xml
    Folder:
    IPS
    List Price:
    $24.99
    As low as:
    $18.49
    Publisher Identifier:
    P-IPS
    Discount Code:
    A
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